Comparison of interpolation techniques for 3D freehand ultrasound: A phantom experiment

dc.contributor.affiliationPontificia Universidad Católica del Perú. Laboratorio de Imágenes Médicas (LIM)
dc.contributor.affiliationPontificia Universidad Católica del Perú
dc.contributor.authorBermejo, D.
dc.contributor.authorLatorre-Quevedo, P.G.
dc.contributor.authorZegarra, C.
dc.contributor.authorAlejos, G.P.A.
dc.contributor.authorRomero Gutierrez, S.E.
dc.contributor.authorCastañeda, B.
dc.contributor.authorAlejos, G.P.A.
dc.date.accessioned2026-03-13T16:58:35Z
dc.date.issued2023
dc.description.abstractLimited access to advanced medical imaging in rural areas of developing countries due to cost and personnel challenges is addressed through teleultrasound imaging. However, systems like Volume Sweep Imaging (VSI) exhibit spatial limitations, encompassing partially focused regions and poor image quality. This study investigates the potential of 3D freehand reconstruction algorithms using rural teleultrasound equipment. We analyze the integration of 3D reconstruction algorithms and batches to optimize the utility of teleultrasound imaging. Overall, we observe a diversity of behaviors across the interpolation techniques. For instance, the positioning system and time calibration in achieving accurate reconstructions. The results show that the Spherical Kernel interpolation is identified as a high-precision method, much more than VNN. We demonstrate the potential for batches to address the challenges posed by limited resources, paving the way for future work on image-guided surgery.
dc.description.sponsorshipFunding: ACKNOWLEDGMENT The authors acknowledge the supported by grant 174-2020-FONDECYT-PUCP from the National Council for Science, Technology and Technological Innovación (CONCYTEC).
dc.identifier.doihttps://doi.org/10.1109/SIPAIM56729.2023.10373527
dc.identifier.urihttp://hdl.handle.net/20.500.14657/205973
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers
dc.relation.conferencenameProceedings of the 19th InterNational Symposium on Medical Information Processing and Analysis, SIPAIM 2023 (2023)
dc.relation.ispartofurn:isbn:9798350325232
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectImaging phantom
dc.subjectInterpolation (computer graphics)
dc.subjectComputer science
dc.subjectKernel (algebra)
dc.subjectComputer vision
dc.subjectArtificial intelligence
dc.subjectCalibration
dc.subjectIterative reconstruction
dc.subjectMedical imaging
dc.subjectMultivariate interpolation
dc.subjectImage (mathematics)
dc.subjectMathematics
dc.subjectBilinear interpolation
dc.subjectMedicine
dc.subjectRadiology
dc.subject.ocdehttps://purl.org/pe-repo/ocde/ford#1.02.01
dc.titleComparison of interpolation techniques for 3D freehand ultrasound: A phantom experiment
dc.typehttp://purl.org/coar/resource_type/c_5794
dc.type.otherComunicación de congreso
dc.type.versionhttps://vocabularies.coar-repositories.org/version_types/c_970fb48d4fbd8a85/

Files

Collections